Search Results for author: Chaofeng Guan

Found 4 papers, 2 papers with code

Dynamic Token Reduction during Generation for Vision Language Models

no code implementations24 Jan 2025 Xiaoyu Liang, Chaofeng Guan, Jiaying Lu, Huiyao Chen, Huan Wang, Haoji Hu

Vision-Language Models (VLMs) have achieved notable success in multimodal tasks but face practical limitations due to the quadratic complexity of decoder attention mechanisms and autoregressive generation.

Decoder Token Reduction

Label-Guided Prompt for Multi-label Few-shot Aspect Category Detection

no code implementations30 Jul 2024 Chaofeng Guan, Yaohui Zhu, Yu Bai, Lingyun Wang

This kind of category descriptions contain the characteristics of the aspect categories, guiding the construction of discriminative category prototypes.

Aspect Category Detection Language Modeling +3

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